Patents by Inventor Sumit Das
Sumit Das has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).
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Publication number: 20240184814Abstract: In various examples, hybrid models for determining intents in conversational AI systems and applications are disclosed. Systems and methods are disclosed that use a machine learning model(s) and a data file(s) that associates requests (e.g., questions) with responses (e.g., answers) in order to generate final responses to requests. For instance, the machine learning model(s) may determine confidence scores that indicate similarities between the requests from the data file(s) and an input request represented by text data. The data file(s) is then used to determine, based on the confidence scores, one of the responses that is associated with one of the requests that is related to the input request. Additionally, the response may then used to generate a final response to the input request.Type: ApplicationFiled: February 23, 2023Publication date: June 6, 2024Inventors: Shubhadeep Das, Sumit Kumar Bhattacharya, Oluwatobi Olabiyi
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Publication number: 20240176808Abstract: In various examples, contextual data may be generated using structured and unstructured data for conversational AI systems and applications. Systems and methods are disclosed that use structured data (converted to unstructured form) and unstructured data, such as from a knowledge database(s), to generate contextual data. For instance, the contextual data may represent text (e.g., narratives), where a first portion of the text is generated using the structured data and a second portion of the text is generated using the unstructured data. The systems and methods may then use a neural network(s), such as a neural network(s) associated with a dialogue manager, to process input data representing a request (e.g., a query) and the contextual data in order to generate a response to the request. For instance, if the request includes a query for information associated with a topic, the neural network(s) may generate a response that includes the requested information.Type: ApplicationFiled: February 22, 2023Publication date: May 30, 2024Inventors: Shubhadeep Das, Sumit Kumar Bhattacharya, Oluwatobi Olabiyi
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Publication number: 20230129070Abstract: A system is provided that includes a controller having one or more processors. The one or more processors may be configured to obtain first vehicle system data from a first vehicle system of plural vehicle systems based on a common characteristic shared by the plural vehicle systems, and obtain second vehicle system data from a second vehicle system of the plural vehicle systems, the second vehicle system data based on the common characteristic shared by the two or more vehicle systems. The one or more processors may also be configured to compare the first vehicle system data to the second vehicle system data, and identify one of the first vehicle system or the second vehicle system as a candidate vehicle system for maintenance based on comparing the first vehicle system data to the second vehicle system data.Type: ApplicationFiled: October 21, 2021Publication date: April 27, 2023Inventors: Sumit Das, Padmaprabha Subbaraj
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Patent number: 11451930Abstract: A method and system is presented for dynamically predicting hotspots (predictive of a high volume of event occurrences) in a geographic location. The method calculates a hotspot probability measure for each grid within this geographic location by summing probability of predicted volume bucket with probabilities of all higher buckets (buckets are ordinal here). The method also calculates a hotspot score for each grid based on the corresponding hotspot probability measure, selects a pre-defined number of grids having the highest hotspot scores as predicted hotspots, and generates an alert indicating the predicted hotspots and displaying the alert on a predictive GUI, showing the multiple grids.Type: GrantFiled: October 15, 2020Date of Patent: September 20, 2022Assignee: Conduent Business Services, LLCInventors: Saikat Saha, Prakash Chandra, Sumit Das, Bindusree Yadamakanti, Vinuta Gayatri
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Publication number: 20220124455Abstract: A method and system is presented for dynamically predicting hotspots (predictive of a high volume of event occurrences) in a geographic location. The method calculates a hotspot probability measure for each grid within this geographic location by summing probability of predicted volume bucket with probabilities of all higher buckets (buckets are ordinal here). The method also calculates a hotspot score for each grid based on the corresponding hotspot probability measure, selects a pre-defined number of grids having the highest hotspot scores as predicted hotspots, and generates an alert indicating the predicted hotspots and displaying the alert on a predictive GUI, showing the multiple grids.Type: ApplicationFiled: October 15, 2020Publication date: April 21, 2022Applicant: CONDUENT BUSINESS SERVICES, LLCInventors: Saikat SAHA, Prakash CHANDRA, Sumit DAS, Bindusree YADAMAKANTI, Vinuta GAYATRI
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Publication number: 20220010743Abstract: A fuel control system obtains a measured amount of fuel consumed by an engine and one or more corresponding operating parameters of the engine and determines a fuel consumption modeled amount based at least in part on a fuel consumption model of the engine and the one or more operating parameters. The fuel consumption model associates different amounts of fuel that, when supplied to the engine, generate corresponding designated outputs of the engine. The system also determines one or more differentials between the measured amount of fuel and the modeled amount and, responsive to the one or more of the differentials exceeding a threshold value, the system identifies one or more components of the powered system that contribute or cause the one or more differentials and/or changes an amount of fuel supplied to the engine according to the fuel consumption model to obtain a desired output of the engine.Type: ApplicationFiled: September 27, 2021Publication date: January 13, 2022Applicant: Transportation IP Holdings, LLCInventors: Sumit Das, Somnath Barole, Vishram Nandedkar, Padmaprabha Subbaraj
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Patent number: 11143133Abstract: A fuel control system obtains a measured amount of fuel consumed by an engine and one or more corresponding operating parameters of the engine and determines a fuel consumption modeled amount based at least in part on a fuel consumption model of the engine and the one or more operating parameters. The fuel consumption model associates different amounts of fuel that, when supplied to the engine, generate corresponding designated outputs of the engine. The system also determines one or more differentials between the measured amount of fuel and the modeled amount and, responsive to the one or more of the differentials exceeding a threshold value, the system identifies one or more components of the powered system that contribute or cause the one or more differentials and/or changes an amount of fuel supplied to the engine according to the fuel consumption model to obtain a desired output of the engine.Type: GrantFiled: June 11, 2019Date of Patent: October 12, 2021Assignee: TRANSPORTATION IP HOLDINGS, LLCInventors: Sumit Das, Somnath Barole, Vishram Nandedkar, Padmaprabha Subbaraj
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Publication number: 20200392918Abstract: A fuel control system obtains a measured amount of fuel consumed by an engine and one or more corresponding operating parameters of the engine and determines a fuel consumption modeled amount based at least in part on a fuel consumption model of the engine and the one or more operating parameters. The fuel consumption model associates different amounts of fuel that, when supplied to the engine, generate corresponding designated outputs of the engine. The system also determines one or more differentials between the measured amount of fuel and the modeled amount and, responsive to the one or more of the differentials exceeding a threshold value, the system identifies one or more components of the powered system that contribute or cause the one or more differentials and/or changes an amount of fuel supplied to the engine according to the fuel consumption model to obtain a desired output of the engine.Type: ApplicationFiled: June 11, 2019Publication date: December 17, 2020Inventors: Sumit Das, Somnath Barole, Vishram Nandedkar, Padmaprabha Subbaraj
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Patent number: 9274863Abstract: Aspects of the disclosure relate generally to reducing latency for consensus in geographically distributed disaster-safe persistent data-store systems. These distributed systems may include registry system having redundant storage for maintaining the system status. Each registry system may include a server and a storage component. Consensus may be achieved by querying all of other servers of the registry system. In one example, the consensus data may be sharded into independent small groups. This may allow for multiple consensus transactions to be generated and run in parallel, which, in turn may reduce the latency. In addition, or alternatively, requests to a server to write or otherwise change the data-store may be batched at the server side. Thus, for the consensus, the server need only communicate with the other servers only once per batch. This may also reduce the latency of the distributed system.Type: GrantFiled: September 26, 2013Date of Patent: March 1, 2016Assignee: Google Inc.Inventors: Tianhao Qiu, Manpreet Singh, Haifeng Jiang, Ashish Gupta, Sumit Das, Venkatesh Basker, Rajagopal Ananthanarayanan
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Patent number: 9092338Abstract: Aspects of the disclosure relate generally to a distributed event joining system for joining primary and secondary events based on a common key. In one example, a continuous stream of primary events may be submitted by a plurality of ad serving computers for storage at a cache layer. Each primary event may be associated with a primary event key. After a time T, the stream of primary events may be sent to long term memory. The system may also receive secondary events, each associated with a primary key. The primary key may be used to identify a primary event in the cache layer. If the primary event is not available in the cache layer, the long term memory may be searched for the primary key. Paired events may then be submitted to a distributed joined event storage system.Type: GrantFiled: September 26, 2013Date of Patent: July 28, 2015Assignee: Google Inc.Inventors: Tianhao Qiu, Manpreet Singh, Haifeng Jiang, Ashish Gupta, Sumit Das, Venkatesh Basker, Rajagopal Ananthanarayanan
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Patent number: 9069681Abstract: Aspects of the disclosure relate generally to a distributed event joining system for joining primary and secondary events based on a common key. In one example, a continuous stream of primary events may be stored at a cache layer. Each primary event may be associated with a primary event key which may be used to generate an index map for the cache layer. After a time T, the stream of primary events may be sent to long term memory. The system may also receive secondary events, each associated with a primary key. The primary key may be used to identify a primary event in the cache layer. If the primary event is not available in the cache layer, the long term memory may be searched for the primary key. Paired events may then be submitted to a distributed joined event storage system.Type: GrantFiled: September 26, 2013Date of Patent: June 30, 2015Assignee: Google Inc.Inventors: Tianhao Qiu, Manpreet Singh, Haifeng Jiang, Ashish Gupta, Sumit Das, Venkatesh Basker, Rajagopal Ananthanarayanan
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Patent number: 7433984Abstract: A PCI bus time-based weighted round robin arbiter has a phase table divided into a plurality of phases. Each of the phases is assigned to one of the ports on the PCI bus. An arbiter state machine is coupled to the phase table and looks at the port assignment for the next plurality of phases, for example, 3 phases. If the arbiter determines that the next plurality of phases is assigned to a single port, that port is selected as the next bus master.Type: GrantFiled: October 13, 2004Date of Patent: October 7, 2008Assignee: Texas Instruments IncorporatedInventors: Sumit Das, Kevin Main, Roy D. Wojciechowski
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Publication number: 20060080487Abstract: A PCI bus time-based weighted round robin arbiter has a phase table divided into a plurality of phases. Each of the phases is assigned to one of the ports on the PCI bus. An arbiter state machine is coupled to the phase table and looks at the port assignment for the next plurality of phases, for example, 3 phases. If the arbiter determines that the next plurality of phases is assigned to a single port, that port is selected as the next bus master.Type: ApplicationFiled: October 13, 2004Publication date: April 13, 2006Inventors: Sumit Das, Kevin Main
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Patent number: 4063078Abstract: Disclosed is an improved clock generation network. The improved clock generation network is particularly adapted to, and has particular utility when employed in a Level Sensitive Logic System generally of the type disclosed in U.S. Pat. No. 3,783,254, of common assignee.The disclosed clock generation network also has particular utility in a Level Sensitive Embedded Array Logic System of the type disclosed in U.S. patent application Ser. No. 701,052, filed June 30, 1976, by Messrs. E. B. Eichelberger, E. I. Muehldorf, R. G. Walther and T. W. Williams and of common assignee.Type: GrantFiled: June 30, 1976Date of Patent: December 13, 1977Assignee: International Business Machines CorporationInventors: Sumit Das Gupta, Edward Baxter Eichelberger